Global Certificate in Social Data: Remote Monitoring & Analytics

• Social Data Analytics Fundamentals • Introduction to social data, fundamentals of data analytics, data collection methods, data cleaning and preprocessing. • Remote Monitoring Techniques • Overview of remote monitoring, sensors and IoT devices, data transmission and storage, real-time monitoring and analysis. • Social Media Analytics • Social media platforms, data extraction and analysis, sentiment analysis, influence analysis, network analysis. • Big Data Analytics for Social Data • Big data frameworks, distributed computing, data visualization, predictive analytics, machine learning. • Natural Language Processing (NLP) • Text processing, language translation, sentiment analysis, named entity recognition, topic modeling. • Data Visualization • Data storytelling, data visualization tools, chart types, dashboard design, data communication. • Ethics and Privacy in Social Data • Privacy concerns, ethical considerations, data protection regulations, informed consent, anonymization techniques. • Advanced Analytics Techniques • Time series analysis, spatial analysis, predictive modeling, network analysis, machine learning. • Case Studies • Real-world examples of social data remote monitoring and analytics in action, industry trends, best practices.